Covy: An AI-powered Robot with a Compound Vision System for Detecting Breaches in Social Distancing Jul 14, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified GriddlyJS: A Web IDE for Reinforcement Learning Jul 13, 2022 Offline RL reinforcement-learning
— Unverified A Reinforcement Learning-based Offensive semantics Censorship System for Chatbots Jul 13, 2022 Chatbot Few-Shot Learning
— Unverified Hindsight Learning for MDPs with Exogenous Inputs Jul 13, 2022 counterfactual Decision Making
Code Code Available Brick Tic-Tac-Toe: Exploring the Generalizability of AlphaZero to Novel Test Environments Jul 13, 2022 Reinforcement Learning (RL)
Code Code Available Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks Jul 13, 2022 Meta Reinforcement Learning reinforcement-learning
— Unverified Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games Jul 13, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Reinforcement Learning Assisted Recursive QAOA Jul 13, 2022 Combinatorial Optimization reinforcement-learning
Code Code Available Policy Optimization with Sparse Global Contrastive Explanations Jul 13, 2022 reinforcement-learning Reinforcement Learning
— Unverified Scheduling Out-of-Coverage Vehicular Communications Using Reinforcement Learning Jul 13, 2022 Management reinforcement-learning
— Unverified Online Game Level Generation from Music Jul 12, 2022 Game Design reinforcement-learning
Code Code Available Towards Global Optimality in Cooperative MARL with the Transformation And Distillation Framework Jul 12, 2022 Multi-agent Reinforcement Learning Policy Gradient Methods
— Unverified PAC Reinforcement Learning for Predictive State Representations Jul 12, 2022 reinforcement-learning Reinforcement Learning
— Unverified Optimistic PAC Reinforcement Learning: the Instance-Dependent View Jul 12, 2022 reinforcement-learning Reinforcement Learning
— Unverified Learning Bellman Complete Representations for Offline Policy Evaluation Jul 12, 2022 continuous-control Continuous Control
Code Code Available Don't Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning Jul 11, 2022 reinforcement-learning Reinforcement Learning
— Unverified Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning Jul 11, 2022 continuous-control Continuous Control
— Unverified Grounding Aleatoric Uncertainty for Unsupervised Environment Design Jul 11, 2022 Reinforcement Learning (RL)
— Unverified Reinforcement Learningx2013Based Transient Response Shaping for Microgrids Jul 11, 2022 reinforcement-learning Reinforcement Learning
— Unverified State Dropout-Based Curriculum Reinforcement Learning for Self-Driving at Unsignalized Intersections Jul 10, 2022 Autonomous Driving Autonomous Vehicles
— Unverified Deep Reinforcement Learning for Long-Term Voltage Stability Control Jul 9, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Ablation Study of How Run Time Assurance Impacts the Training and Performance of Reinforcement Learning Agents Jul 8, 2022 reinforcement-learning Reinforcement Learning
— Unverified High Performance Simulation for Scalable Multi-Agent Reinforcement Learning Jul 8, 2022 GPU Multi-agent Reinforcement Learning
— Unverified Safe reinforcement learning for multi-energy management systems with known constraint functions Jul 8, 2022 energy management Management
— Unverified Reinforcement Learning for Distributed Transient Frequency Control with Stability and Safety Guarantees Jul 7, 2022 reinforcement-learning Reinforcement Learning
— Unverified Vessel-following model for inland waterways based on deep reinforcement learning Jul 7, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Stochastic optimal well control in subsurface reservoirs using reinforcement learning Jul 7, 2022 Management reinforcement-learning
Code Code Available Robust optimal well control using an adaptive multi-grid reinforcement learning framework Jul 7, 2022 Computational Efficiency reinforcement-learning
Code Code Available Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems Jul 7, 2022 Reinforcement Learning (RL)
— Unverified Multi-objective Optimization of Notifications Using Offline Reinforcement Learning Jul 7, 2022 Q-Learning reinforcement-learning
— Unverified Evaluating Human-like Explanations for Robot Actions in Reinforcement Learning Scenarios Jul 7, 2022 counterfactual Decision Making
— Unverified gym-DSSAT: a crop model turned into a Reinforcement Learning environment Jul 7, 2022 Management reinforcement-learning
— Unverified Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition Jul 7, 2022 Cross-corpus Deep Reinforcement Learning
— Unverified DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning Jul 7, 2022 2D Object Detection Deep Reinforcement Learning
— Unverified Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via Online Experiment Design Jul 6, 2022 Reinforcement Learning (RL)
— Unverified Inferring and Conveying Intentionality: Beyond Numerical Rewards to Logical Intentions Jul 6, 2022 reinforcement-learning Reinforcement Learning
— Unverified Model Selection in Reinforcement Learning with General Function Approximations Jul 6, 2022 Model Selection Multi-Armed Bandits
— Unverified Reinforcement Learning Portfolio Manager Framework with Monte Carlo Simulation Jul 6, 2022 Management reinforcement-learning
— Unverified Resource Allocation in Multicore Elastic Optical Networks: A Deep Reinforcement Learning Approach Jul 5, 2022 Blocking Deep Reinforcement Learning
— Unverified Tackling Real-World Autonomous Driving using Deep Reinforcement Learning Jul 5, 2022 Autonomous Driving Deep Reinforcement Learning
— Unverified Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization Jul 5, 2022 continuous-control Continuous Control
Code Code Available Planning with RL and episodic-memory behavioral priors Jul 5, 2022 Imitation Learning Q-Learning
— Unverified Decentralized scheduling through an adaptive, trading-based multi-agent system Jul 5, 2022 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Deep Reinforcement Learning Approach for Trading Automation in The Stock Market Jul 5, 2022 Decision Making Deep Reinforcement Learning
— Unverified Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications Jul 5, 2022 Deep Reinforcement Learning Explainable artificial intelligence
— Unverified AVDDPG: Federated reinforcement learning applied to autonomous platoon control Jul 5, 2022 Federated Learning reinforcement-learning
— Unverified General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States Jul 4, 2022 continuous-control Continuous Control
Code Code Available Safe Reinforcement Learning via Confidence-Based Filters Jul 4, 2022 reinforcement-learning Reinforcement Learning
— Unverified USHER: Unbiased Sampling for Hindsight Experience Replay Jul 3, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Renaissance Robot: Optimal Transport Policy Fusion for Learning Diverse Skills Jul 3, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available 